HyperAI超神経

ホームニュース最新論文チュートリアルデータセット百科事典 SOTA LLMモデル GPU ランキング学会

サイトについて

日本語

HyperAI超神経

Supervised Anomaly Detection On Mvtec Ad

評価指標

Detection AUROC

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	Detection AUROC	Paper Title	Repository
DRA	95.9	Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection	-
CPR	99.7	Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval	-
BGAD	99.3	Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection	-
DevNet	94.5	Explainable Deep Few-shot Anomaly Detection with Deviation Networks	-
WeakREST-Block	99.8	Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers	-
ADClick	99.6	Towards Efficient Pixel Labeling for Industrial Anomaly Detection and Localization	-
PRN	99.4	Prototypical Residual Networks for Anomaly Detection and Localization	-
FLOS	93.9	Explainable Deep Few-shot Anomaly Detection with Deviation Networks	-

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